Graph-based deep learning frameworks for molecules and solid-state materials - ScienceDirect
geometric deep learning - How Graph Convolutional Neural Networks forward propagate? - Artificial Intelligence Stack Exchange
How Graph Neural Networks (GNN) work: introduction to graph convolutions from scratch | AI Summer
kGCN: a graph-based deep learning framework for chemical structures | Journal of Cheminformatics | Full Text
An end-to-end classification framework based on deep learning. CNN,... | Download Scientific Diagram
Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models | Journal of Cheminformatics | Full Text
Graph neural networks: A review of methods and applications
A comprehensive survey on graph neural networks - KDnuggets
How Attention works in Deep Learning: understanding the attention mechanism in sequence models | AI Summer
Structure-based protein function prediction using graph convolutional networks | Nature Communications
Graph Convolutionを自然言語処理に応用する Part1 | by piqcy | programming-soda | Medium
Deep Learning Total Energies and Orbital Energies of Large Organic Molecules Using Hybridization of Molecular Fingerprints | Journal of Chemical Information and Modeling
Neural Network Calculator · Neural Network Calculator
How to do Deep Learning on Graphs with Graph Convolutional Networks | by Tobias Skovgaard Jepsen | Towards Data Science
Converting tabular data into images for deep learning with convolutional neural networks | Scientific Reports
Prediction of pharmacological activities from chemical structures with graph convolutional neural networks | Scientific Reports
Convolution calculator for neural networks | by Oliver K. Ernst, Ph.D. | Practical coding | Medium
Everything you need to know about Graph Theory for Deep Learning | by Flawnson Tong | Towards Data Science
The applications of deep learning algorithms on in silico druggable proteins identification - ScienceDirect
How to Visualize Filters and Feature Maps in Convolutional Neural Networks
Python Convolutional Neural Networks (CNN) with TensorFlow Tutorial | DataCamp
Deep learning for drug repurposing: Methods, databases, and applications - Pan - - WIREs Computational Molecular Science - Wiley Online Library
Understanding the receptive field of deep convolutional networks | AI Summer
A Comprehensive Introduction to Different Types of Convolutions in Deep Learning | by Kunlun Bai | Towards Data Science
Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions | SpringerLink
Benchmarking graph neural networks for materials chemistry | npj Computational Materials
